bcwo

Dataset statistics

Number of variables	11
Number of observations	683
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	8
Duplicate rows (%)	1.2%
Total size in memory	64.0 KiB
Average record size in memory	96.0 B

Variable types

Numeric	10
Categorical	1

Alerts

Dataset has 8 (1.2%) duplicate rows	Duplicates
`Bare_Nuclei` is highly overall correlated with `Bland_Chromatin` and 7 other fields	High correlation
`Bland_Chromatin` is highly overall correlated with `Bare_Nuclei` and 7 other fields	High correlation
`Class` is highly overall correlated with `Bare_Nuclei` and 8 other fields	High correlation
`Clump_Thickness` is highly overall correlated with `Bare_Nuclei` and 7 other fields	High correlation
`Marginal_Adhesion` is highly overall correlated with `Bare_Nuclei` and 7 other fields	High correlation
`Mitoses` is highly overall correlated with `Class` and 2 other fields	High correlation
`Normal_Nucleoli` is highly overall correlated with `Bare_Nuclei` and 8 other fields	High correlation
`Single_cell_Size` is highly overall correlated with `Bare_Nuclei` and 7 other fields	High correlation
`U_Cell_Shape` is highly overall correlated with `Bare_Nuclei` and 7 other fields	High correlation
`U_Cell_Size` is highly overall correlated with `Bare_Nuclei` and 8 other fields	High correlation

Reproduction

Analysis started	2024-12-21 11:24:41.806600
Analysis finished	2024-12-21 11:24:56.024601
Duration	14.22 seconds
Software version	ydata-profiling vv4.12.1
Download configuration	config.json

Sample_No
Real number (ℝ)

Distinct	630
Distinct (%)	92.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1076720.2

Minimum	63375
Maximum	13454352
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.7 KiB

Quantile statistics

Minimum	63375
5-th percentile	413929.8
Q1	877617
median	1171795
Q3	1238705
95-th percentile	1334001.2
Maximum	13454352
Range	13390977
Interquartile range (IQR)	361088

Descriptive statistics

Standard deviation	620644.05
Coefficient of variation (CV)	0.57642091
Kurtosis	257.36841
Mean	1076720.2
Median Absolute Deviation (MAD)	104296
Skewness	13.74841
Sum	7.3539992 × 10⁸
Variance	3.8519903 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1182404	6	0.9%
1276091	5	0.7%
1198641	3	0.4%
897471	2	0.3%
1168736	2	0.3%
411453	2	0.3%
734111	2	0.3%
1293439	2	0.3%
560680	2	0.3%
1143978	2	0.3%
Other values (620)	655	95.9%

Value	Count	Frequency (%)
63375	1	0.1%
76389	1	0.1%
95719	1	0.1%
128059	1	0.1%
142932	1	0.1%
144888	1	0.1%
145447	1	0.1%
160296	1	0.1%
167528	1	0.1%
183913	1	0.1%

Value	Count	Frequency (%)
13454352	1	0.1%
8233704	1	0.1%
1371920	1	0.1%
1371026	1	0.1%
1369821	1	0.1%
1368882	1	0.1%
1368273	1	0.1%
1368267	1	0.1%
1365328	1	0.1%
1365075	1	0.1%

Clump_Thickness
Real number (ℝ)

High correlation

Distinct	10
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.4421669

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	6
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.8207613
Coefficient of variation (CV)	0.6349967
Kurtosis	-0.63312453
Mean	4.4421669
Median Absolute Deviation (MAD)	2
Skewness	0.58765424
Sum	3034
Variance	7.9566944
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	139	20.4%
5	128	18.7%
3	104	15.2%
4	79	11.6%
10	69	10.1%
2	50	7.3%
8	44	6.4%
6	33	4.8%
7	23	3.4%
9	14	2.0%

Value	Count	Frequency (%)
1	139	20.4%
2	50	7.3%
3	104	15.2%
4	79	11.6%
5	128	18.7%
6	33	4.8%
7	23	3.4%
8	44	6.4%
9	14	2.0%
10	69	10.1%

Value	Count	Frequency (%)
10	69	10.1%
9	14	2.0%
8	44	6.4%
7	23	3.4%
6	33	4.8%
5	128	18.7%
4	79	11.6%
3	104	15.2%
2	50	7.3%
1	139	20.4%

U_Cell_Size
Real number (ℝ)

High correlation

Distinct	10
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1508053

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	5
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.0651449
Coefficient of variation (CV)	0.97281317
Kurtosis	0.07367914
Mean	3.1508053
Median Absolute Deviation (MAD)	0
Skewness	1.2264041
Sum	2152
Variance	9.395113
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	373	54.6%
10	67	9.8%
3	52	7.6%
2	45	6.6%
4	38	5.6%
5	30	4.4%
8	28	4.1%
6	25	3.7%
7	19	2.8%
9	6	0.9%

Value	Count	Frequency (%)
1	373	54.6%
2	45	6.6%
3	52	7.6%
4	38	5.6%
5	30	4.4%
6	25	3.7%
7	19	2.8%
8	28	4.1%
9	6	0.9%
10	67	9.8%

Value	Count	Frequency (%)
10	67	9.8%
9	6	0.9%
8	28	4.1%
7	19	2.8%
6	25	3.7%
5	30	4.4%
4	38	5.6%
3	52	7.6%
2	45	6.6%
1	373	54.6%

U_Cell_Shape
Real number (ℝ)

High correlation

Distinct	10
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2152269

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	5
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.9885808
Coefficient of variation (CV)	0.92950851
Kurtosis	-0.016815621
Mean	3.2152269
Median Absolute Deviation (MAD)	0
Skewness	1.15789
Sum	2196
Variance	8.9316153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	346	50.7%
10	58	8.5%
2	58	8.5%
3	53	7.8%
4	43	6.3%
5	32	4.7%
7	30	4.4%
6	29	4.2%
8	27	4.0%
9	7	1.0%

Value	Count	Frequency (%)
1	346	50.7%
2	58	8.5%
3	53	7.8%
4	43	6.3%
5	32	4.7%
6	29	4.2%
7	30	4.4%
8	27	4.0%
9	7	1.0%
10	58	8.5%

Value	Count	Frequency (%)
10	58	8.5%
9	7	1.0%
8	27	4.0%
7	30	4.4%
6	29	4.2%
5	32	4.7%
4	43	6.3%
3	53	7.8%
2	58	8.5%
1	346	50.7%

Marginal_Adhesion
Real number (ℝ)

High correlation

Distinct	10
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8301611

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	4
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.8645622
Coefficient of variation (CV)	1.0121552
Kurtosis	0.94240721
Mean	2.8301611
Median Absolute Deviation (MAD)	0
Skewness	1.5091811
Sum	1933
Variance	8.2057165
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	393	57.5%
3	58	8.5%
2	58	8.5%
10	55	8.1%
4	33	4.8%
8	25	3.7%
5	23	3.4%
6	21	3.1%
7	13	1.9%
9	4	0.6%

Value	Count	Frequency (%)
1	393	57.5%
2	58	8.5%
3	58	8.5%
4	33	4.8%
5	23	3.4%
6	21	3.1%
7	13	1.9%
8	25	3.7%
9	4	0.6%
10	55	8.1%

Value	Count	Frequency (%)
10	55	8.1%
9	4	0.6%
8	25	3.7%
7	13	1.9%
6	21	3.1%
5	23	3.4%
4	33	4.8%
3	58	8.5%
2	58	8.5%
1	393	57.5%

Single_cell_Size
Real number (ℝ)

High correlation

Distinct	10
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.2342606

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	4
95-th percentile	8
Maximum	10
Range	9
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.2230855
Coefficient of variation (CV)	0.68735508
Kurtosis	2.1296393
Mean	3.2342606
Median Absolute Deviation (MAD)	0
Skewness	1.7037164
Sum	2209
Variance	4.9421089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	376	55.1%
3	71	10.4%
4	48	7.0%
1	44	6.4%
6	40	5.9%
5	39	5.7%
10	31	4.5%
8	21	3.1%
7	11	1.6%
9	2	0.3%

Value	Count	Frequency (%)
1	44	6.4%
2	376	55.1%
3	71	10.4%
4	48	7.0%
5	39	5.7%
6	40	5.9%
7	11	1.6%
8	21	3.1%
9	2	0.3%
10	31	4.5%

Value	Count	Frequency (%)
10	31	4.5%
9	2	0.3%
8	21	3.1%
7	11	1.6%
6	40	5.9%
5	39	5.7%
4	48	7.0%
3	71	10.4%
2	376	55.1%
1	44	6.4%

Bare_Nuclei
Real number (ℝ)

High correlation

Distinct	10
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5446559

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	6
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.6438572
Coefficient of variation (CV)	1.0279861
Kurtosis	-0.79884414
Mean	3.5446559
Median Absolute Deviation (MAD)	0
Skewness	0.99001565
Sum	2421
Variance	13.277695
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	402	58.9%
10	132	19.3%
2	30	4.4%
5	30	4.4%
3	28	4.1%
8	21	3.1%
4	19	2.8%
9	9	1.3%
7	8	1.2%
6	4	0.6%

Value	Count	Frequency (%)
1	402	58.9%
2	30	4.4%
3	28	4.1%
4	19	2.8%
5	30	4.4%
6	4	0.6%
7	8	1.2%
8	21	3.1%
9	9	1.3%
10	132	19.3%

Value	Count	Frequency (%)
10	132	19.3%
9	9	1.3%
8	21	3.1%
7	8	1.2%
6	4	0.6%
5	30	4.4%
4	19	2.8%
3	28	4.1%
2	30	4.4%
1	402	58.9%

Bland_Chromatin
Real number (ℝ)

High correlation

Distinct	10
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4450952

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	5
95-th percentile	8
Maximum	10
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.4496966
Coefficient of variation (CV)	0.7110679
Kurtosis	0.16764564
Mean	3.4450952
Median Absolute Deviation (MAD)	1
Skewness	1.0952705
Sum	2353
Variance	6.0010133
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3	161	23.6%
2	160	23.4%
1	150	22.0%
7	71	10.4%
4	39	5.7%
5	34	5.0%
8	28	4.1%
10	20	2.9%
9	11	1.6%
6	9	1.3%

Value	Count	Frequency (%)
1	150	22.0%
2	160	23.4%
3	161	23.6%
4	39	5.7%
5	34	5.0%
6	9	1.3%
7	71	10.4%
8	28	4.1%
9	11	1.6%
10	20	2.9%

Value	Count	Frequency (%)
10	20	2.9%
9	11	1.6%
8	28	4.1%
7	71	10.4%
6	9	1.3%
5	34	5.0%
4	39	5.7%
3	161	23.6%
2	160	23.4%
1	150	22.0%

Normal_Nucleoli
Real number (ℝ)

High correlation

Distinct	10
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8696925

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	4
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.0526664
Coefficient of variation (CV)	1.0637608
Kurtosis	0.4735883
Mean	2.8696925
Median Absolute Deviation (MAD)	0
Skewness	1.4204311
Sum	1960
Variance	9.3187722
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	432	63.3%
10	60	8.8%
3	42	6.1%
2	36	5.3%
8	23	3.4%
6	22	3.2%
5	19	2.8%
4	18	2.6%
7	16	2.3%
9	15	2.2%

Value	Count	Frequency (%)
1	432	63.3%
2	36	5.3%
3	42	6.1%
4	18	2.6%
5	19	2.8%
6	22	3.2%
7	16	2.3%
8	23	3.4%
9	15	2.2%
10	60	8.8%

Value	Count	Frequency (%)
10	60	8.8%
9	15	2.2%
8	23	3.4%
7	16	2.3%
6	22	3.2%
5	19	2.8%
4	18	2.6%
3	42	6.1%
2	36	5.3%
1	432	63.3%

Mitoses
Real number (ℝ)

High correlation

Distinct	9
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6032211

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	5
Maximum	10
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.7326741
Coefficient of variation (CV)	1.0807456
Kurtosis	12.273374
Mean	1.6032211
Median Absolute Deviation (MAD)	0
Skewness	3.5114762
Sum	1095
Variance	3.0021597
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
1	563	82.4%
2	35	5.1%
3	33	4.8%
10	14	2.0%
4	12	1.8%
7	9	1.3%
8	8	1.2%
5	6	0.9%
6	3	0.4%

Value	Count	Frequency (%)
1	563	82.4%
2	35	5.1%
3	33	4.8%
4	12	1.8%
5	6	0.9%
6	3	0.4%
7	9	1.3%
8	8	1.2%
10	14	2.0%

Value	Count	Frequency (%)
10	14	2.0%
8	8	1.2%
7	9	1.3%
6	3	0.4%
5	6	0.9%
4	12	1.8%
3	33	4.8%
2	35	5.1%
1	563	82.4%

Class
Categorical

High correlation

Distinct	2
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	10.7 KiB

0	444
1	239

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	683
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	444	65.0%
1	239	35.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	444	65.0%
1	239	35.0%

Most occurring characters

Value	Count	Frequency (%)
0	444	65.0%
1	239	35.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	683	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	444	65.0%
1	239	35.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	683	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	444	65.0%
1	239	35.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	683	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	444	65.0%
1	239	35.0%

	Bare_Nuclei	Bland_Chromatin	Class	Clump_Thickness	Marginal_Adhesion	Mitoses	Normal_Nucleoli	Sample_No	Single_cell_Size	U_Cell_Shape	U_Cell_Size
Bare_Nuclei	1.000	0.679	0.839	0.591	0.697	0.474	0.660	-0.132	0.695	0.753	0.770
Bland_Chromatin	0.679	1.000	0.807	0.534	0.629	0.391	0.662	-0.095	0.645	0.695	0.721
Class	0.839	0.807	1.000	0.736	0.747	0.519	0.773	0.000	0.802	0.868	0.882
Clump_Thickness	0.591	0.534	0.736	1.000	0.544	0.421	0.566	-0.003	0.587	0.667	0.664
Marginal_Adhesion	0.697	0.629	0.747	0.544	1.000	0.447	0.636	-0.056	0.665	0.719	0.745
Mitoses	0.474	0.391	0.519	0.421	0.447	1.000	0.510	-0.082	0.483	0.478	0.513
Normal_Nucleoli	0.660	0.662	0.773	0.566	0.636	0.510	1.000	-0.066	0.711	0.724	0.753
Sample_No	-0.132	-0.095	0.000	-0.003	-0.056	-0.082	-0.066	1.000	-0.092	-0.059	-0.041
Single_cell_Size	0.695	0.645	0.802	0.587	0.665	0.483	0.711	-0.092	1.000	0.765	0.793
U_Cell_Shape	0.753	0.695	0.868	0.667	0.719	0.478	0.724	-0.059	0.765	1.000	0.895
U_Cell_Size	0.770	0.721	0.882	0.664	0.745	0.513	0.753	-0.041	0.793	0.895	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Sample_No	Clump_Thickness	U_Cell_Size	U_Cell_Shape	Marginal_Adhesion	Single_cell_Size	Bare_Nuclei	Bland_Chromatin	Normal_Nucleoli	Mitoses	Class
0	1000025	5	1	1	1	2	1.0	3	1	1	0
1	1002945	5	4	4	5	7	10.0	3	2	1	0
2	1015425	3	1	1	1	2	2.0	3	1	1	0
3	1016277	6	8	8	1	3	4.0	3	7	1	0
4	1017023	4	1	1	3	2	1.0	3	1	1	0
5	1017122	8	10	10	8	7	10.0	9	7	1	1
6	1018099	1	1	1	1	2	10.0	3	1	1	0
7	1018561	2	1	2	1	2	1.0	3	1	1	0
8	1033078	2	1	1	1	2	1.0	1	1	5	0
9	1033078	4	2	1	1	2	1.0	2	1	1	0

	Sample_No	Clump_Thickness	U_Cell_Size	U_Cell_Shape	Marginal_Adhesion	Single_cell_Size	Bare_Nuclei	Bland_Chromatin	Normal_Nucleoli	Mitoses	Class
689	654546	1	1	1	1	2	1.0	1	1	8	0
690	654546	1	1	1	3	2	1.0	1	1	1	0
691	695091	5	10	10	5	4	5.0	4	4	1	1
692	714039	3	1	1	1	2	1.0	1	1	1	0
693	763235	3	1	1	1	2	1.0	2	1	2	0
694	776715	3	1	1	1	3	2.0	1	1	1	0
695	841769	2	1	1	1	2	1.0	1	1	1	0
696	888820	5	10	10	3	7	3.0	8	10	2	1
697	897471	4	8	6	4	3	4.0	10	6	1	1
698	897471	4	8	8	5	4	5.0	10	4	1	1

Most frequently occurring

	Sample_No	Clump_Thickness	U_Cell_Size	U_Cell_Shape	Marginal_Adhesion	Single_cell_Size	Bare_Nuclei	Bland_Chromatin	Normal_Nucleoli	Mitoses	Class	# duplicates
0	320675	3	3	5	2	3	10.0	7	1	1	1	2
1	466906	1	1	1	1	2	1.0	1	1	1	0	2
2	704097	1	1	1	1	1	1.0	2	1	1	0	2
3	1100524	6	10	10	2	8	10.0	7	3	3	1	2
4	1116116	9	10	10	1	10	8.0	3	3	1	1	2
5	1198641	3	1	1	1	2	1.0	3	1	1	0	2
6	1218860	1	1	1	1	1	1.0	3	1	1	0	2
7	1321942	5	1	1	1	2	1.0	3	1	1	0	2

Overview

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring